Discover Awesome MCP Servers

Oktyv

An MCP server that enables AI agents to execute real-world actions through 10 specialized engines covering authenticated API calls, browser automation, visual QA, shell commands, file operations, job scraping, and parallel task execution.

kardv5-mcp

MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools + resources in any MCP client.

mcp-server-Sql

这是一个基于 Spring Boot 的 SQL 服务应用，用于执行 SQL 查询并将结果写入文件。该服务作为 Spring AI MCP (模型, 聊天, 提示) 框架的一部分，提供了 SQL 查询和更新操作的功能。

langgraph-clean-arch

MCP server implementing clean architecture with LangGraph for building and managing agent workflows.

pincushion-mcp

Visual feedback as agent work packets: stakeholders pin on your live app and your AI coding agent reads each pin (selector, screenshot, DOM, thread, acceptance criteria) via MCP and ships the fix.

Chrome Debug MCP Server

A Model Context Protocol server that connects to Chrome debugging ports, enabling browser automation with persistent login sessions.

coles-woolworths

Exposes api data

Parkour MCP

A content exploration MCP server that helps LLMs surface high-signal, unsummarized web content through clean APIs and Markdown conversion, with intelligent frontmatter steering and citation tracking.

docker

sapne dekha ache baat hai sapna ke so jaana wo sahi nahi hai

Google Flights MCP Server

Integrates Google Flights data into AI workflows for natural language flight searches, price comparisons, flexible date searches, and multi-city itinerary planning with support for various cabin classes and passenger types.

mcp-semantic-search

Indexes codebases using semantic embeddings for natural language search, enabling developers to find code with queries like 'how does authentication work'.

MCP Platform

High-performance Model Context Protocol server supporting multiple LLM providers (OpenRouter, OpenAI, Groq) with WebSocket API and conversation history persistence.

notebooklm-mcp

Chat with Google NotebookLM via MCP or HTTP REST API for zero-hallucination answers from your documentation. Features persistent sessions, multi-notebook management, and n8n workflow integration.

Personal Notes Assistant

MCP server that indexes your Obsidian notes into a Milvus vector database and enables querying them via a local or OpenAI LLM, with real-time synchronization.

xhs-mcp

小红书 MCP 服务器，使 AI 助手能够搜索、浏览、发布和互动小红书内容，支持多账号管理与自动浏览。

LacyLights MCP Server

Provides AI-powered theatrical lighting design capabilities for the LacyLights system, allowing users to generate lighting scenes, analyze scripts, manage cues, and optimize lighting effects based on artistic intent.

DateTime PDT

Provides the current date and time in Pacific Daylight Time (PDT) via a remote Model Context Protocol server using Streamable HTTP transport. Requires no authentication and supports easy integration with Claude Code, Claude Desktop, and other MCP clients.

clarity-mcp

MCP server for Microsoft Clarity Data Export API, providing tools to retrieve traffic, popular pages, engagement metrics, and user behavior insights such as dead clicks, rage clicks, and script errors. Supports multiple projects with daily quota management and shared caching.

linux-computer-use

Enables AI agents to control Linux/X11 desktops by providing tools for taking screenshots, clicking, typing, and managing windows via AT-SPI and xdotool.

AgenticMail

Real email and SMS for AI agents. Run a local mail server with disposable inboxes — agents send and receive real email, fetch verification codes, and drive a real inbox without going through any third-party email API.

state-trace

Graph-native bounded working memory for coding agents with typed memories, causal retrieval, current-vs-stale state queries, and compact small-model briefs.

Strety MCP Server

Enables Claude Code to manage Strety todos and people via read/write tools with OAuth token auto-refresh.

Dooray MCP Server

Enables Claude Code to query, create, and modify Dooray tasks via natural language.

MCP Hot News Server

A modern multi-platform hot news aggregation server based on FastMCP that supports real-time hot topics data collection from 13+ major platforms including Zhihu, Weibo, Baidu, and Bilibili.

pdf-mcp

An MCP server for reading, rendering, and searching PDF files, specifically optimized for LLMs to extract text, tables, and technical diagrams. It enables metadata retrieval, multi-format text extraction, and page-to-image rendering using PyMuPDF.

browserkit

An open-source framework for building site-specific MCP servers that run over real, authenticated user browser sessions locally, turning them into composable AI tools.

MCP-to-MCP Tic-Tac-Toe

Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a shared tool and an SSE relay. The server facilitates agent-to-agent communication by holding tool responses until the opponent makes a move, managing the game state in real-time.

fal

MCP server for interacting with fal.ai models and services. Uses the latest streaming MCP support.

LSP-MCP

Minimal MCP server bridging a Roslyn C# language server to AI agents, exposing tools for diagnostics, call hierarchy, and type hierarchy.

Tripwire

A local MCP server that auto-injects relevant context into file reads when an agent accesses specified paths, ensuring agents have necessary knowledge before interacting with code.